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ResearchFormerly WizWand

Synthetic Data Generation on 15-minute resolution residential ECP 16-shot

0.0205MMDTransformer-based few-shot learning for ECP modeling
0.0036120.1176060.23160.345594Aug 15, 2024
Updated 5mo ago

Evaluation results

MethodLinks
Transformer-based few-shot learning for ECP modelingShots=16, Resolution=15-minute2024.080.02050.12320.1340.06340.0016
CDDPMShots=16, Resolution=15-minute2024.080.09050.28830.33580.59020.0783
CVAEShots=16, Resolution=15-minute2024.080.24430.31320.20710.25140.0809
CFlowShots=16, Resolution=15-minute2024.080.44270.36350.41470.72740.093